Author

Wan-Zeng Kong

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Aug 2026

Frequency-aware multimodal fusion framework for emotion recognition in conversation

FAMF consistently improves robust recognition of high-arousal and incongruent emotions, achieving 73.05 weighted-F1 on IEMOCAP and 66.75 weighted-F1 on MELD.

Cong-Kai Wu, Jiajia Tang, Changchen Zhao et al. · Multimedia Systems · 0 citations

Open access Aug 2026

A balanced multimodal decoding framework of EEG and fNIRS for motor imagery

A dynamic re-initialization framework for EEG–fNIRS multimodal decoding achieves cross-modal balanced learning through a diagnosis–adjustment–re-initialization mechanism, which achieves cross-modal balanced learning through a diagnosis–adjustment–re-initialization mechanism.

Jia-Ru Dai, Li Zhu, Fabio Babiloni et al. · Cognitive Neurodynamics · 0 citations